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Feed-forward 3D Gaussian Splatting gets a huge boost in rendering quality and generalization by learning to predict optimal initializations for test-time optimization.
Autoregressive transformers can now directly generate 3D scenes, offering a controllable alternative to diffusion models with inherent support for completion and outpainting.